2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)最新文献_第2页

ACH Reference Model- A model of Architecture to Handle Advanced Cyberattacks ACH参考模型——处理高级网络攻击的体系结构模型

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9808076

G. K. Sudhina Kumar, K. Krishna Prakasha, Balachandra Muniyal

{"title":"ACH Reference Model- A model of Architecture to Handle Advanced Cyberattacks","authors":"G. K. Sudhina Kumar, K. Krishna Prakasha, Balachandra Muniyal","doi":"10.1109/ICAECT54875.2022.9808076","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9808076","url":null,"abstract":"In the modern world, nations and corporates are afraid of highly sophisticated state or nation sponsored cyber attacks referred to as Advanced Persistent Threats (APTs). Attackers are increasingly employing APTs to target susceptible systems. The attack group frequently uses complex strategies and tools during the APT assault process, posing numerous challenges for information security systems. Traditional defence mechanisms and Intrusion Detection Systems (IDS) cannot detect these types of attacks. The Defence system fails when relying on a single approach or method to detect advanced attacks. As attacker uses unique strategies, tools and methods to launch APTs, different layers of defence in the system are necessary to thwart the attacks. A robust defence mechanism is in high demand to address these APT attacks. All the existing frameworks are based on the attack steps and stages used by the attack groups, and there is a lack of a robust defence model in cyberspace that the system defenders could use to build a strong defence mechanism. This article proposes the four-layered model, called Advanced Cyberattack Handling (ACH) reference Model. This model is created by considering four different layers to cope with the processes like data handling, characterization, detection and mitigation of the advanced cyberattacks like APTs. Furthermore, this model is flexible enough to be used by the defenders of sensitive systems to handle real-time scenarios and meet the demands of changing world.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114593070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Improving the Accuracy of Object Detection in Low Light Conditions using Multiple Retinex Theory-based Image Enhancement Algorithms 利用基于多重视网膜理论的图像增强算法提高弱光条件下目标检测的精度

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9808011

Aaryan Agrawal, Namrata Jadhav, Ayush Gaur, Shiwani Jeswani, Abhay Kshirsagar

{"title":"Improving the Accuracy of Object Detection in Low Light Conditions using Multiple Retinex Theory-based Image Enhancement Algorithms","authors":"Aaryan Agrawal, Namrata Jadhav, Ayush Gaur, Shiwani Jeswani, Abhay Kshirsagar","doi":"10.1109/ICAECT54875.2022.9808011","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9808011","url":null,"abstract":"Object Detection is a vast field that has many applications in present and upcoming technologies. However, improving the accuracy of object detection algorithms remains a persistent challenge. There are some limitations to its accuracy and many factors like image quality, noise, and the illumination of the image play a crucial role in it. It is more likely that an image would have noise if it was captured in low illumination conditions as the camera captures less light. To solve this problem and improve object detection accuracy, this study proposes to pass the low exposure image through existing Retinex theory-based low light image enhancement models and then its output to be passed into an object detection algorithm. Retinex based image enhancement models estimate the areas with low exposures and noise is reduced from the image as well with the help of neural networks. This demonstrates a positive impact on the confidence values of the object detection and more tendency for an object to be detected. Lastly, a comparison has also been performed on three existing low light image enhancement models. MIRNet, MBLLEN, and TCN models have been used for comparison based on confidence values of the objects detected in various images.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130396408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Dried Fish Classification Using Deep Learning 基于深度学习的干鱼分类

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9808037

Marfi Akter Laboni, Iffat Firozy Rimi, Shrabosty Deb, Farhina Afrin, M. Hena

{"title":"Dried Fish Classification Using Deep Learning","authors":"Marfi Akter Laboni, Iffat Firozy Rimi, Shrabosty Deb, Farhina Afrin, M. Hena","doi":"10.1109/ICAECT54875.2022.9808037","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9808037","url":null,"abstract":"Dried fish is a great procedure for fish reservation all over the world. Dried fish is evaluated as a choice food on the menu for a large number of Bangladeshi people. Dried fish is also considered as a proper origin of vitamins, minerals, and protein in the meal of people in numerous portion of the world along with Europe and Asia. Bangladesh is now the Asia’s fifth source of inland water fish, after only China and India (2020-2021). Dried fish is mostly produced from saltwater fishes captured by the fisherman and put up for sale all over the country by many steps of trading to arrive the customer. Thus lots of fresher men and businessmen engaging in the trading business of dried fish. It is very crucial for the fresher man, businessman, and others people who want to involve this business to observe that; which type of fish drying will be profitable according to the market value and easier and low-cost drying method. The paper can assist fishermen, businesspeople, and common citizens in identifying the many types of dried fish. This set of data contains locally cognized dried fish like Bashpata, Chanda, Chapila, Chingri, Chouka, Dhela, Fesha, Ilish, Kachki, Loitta, Maya, Puti, Shundori, and Tengra. Some pictures of this dataset are collected by us then we have segmented and then augmented this dataset, this model is a trained Deep Learning and Convolutional Neural Network (CNN) based model for classifying dried fish. The present model achieved an accuracy of 97.72%.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123868684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Methods of teaching programming with Raspberry Pi 树莓派编程教学方法

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9808040

Szilárd Korom, Z. Illés

引用次数: 1

SEGR Analysis of Super Junction VDMOS using HfO2 as Gate Dielectric 以HfO2为栅介质的超级结VDMOS的SEGR分析

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9808021

Md Amjath, Sanjeev Ranjan, Alok Naugarhiya

引用次数: 3

Parallel Network - A Deep Learning Approach for Blood Vessel Segmentation in Retinal fundus Images 并行网络-视网膜眼底图像血管分割的深度学习方法

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9807958

G. Sivapriya, P. Gowri, V. Praveen, Vishnu Varshini, S. Sanjeevi, B. Tharani

{"title":"Parallel Network - A Deep Learning Approach for Blood Vessel Segmentation in Retinal fundus Images","authors":"G. Sivapriya, P. Gowri, V. Praveen, Vishnu Varshini, S. Sanjeevi, B. Tharani","doi":"10.1109/ICAECT54875.2022.9807958","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9807958","url":null,"abstract":"In this modern era, computerized Retinal Blood Vessel (RVS) segmentation plays major role in diagnosis of various diseases like Diabetic Retinopathy (DR), Neovascularization, Hemorrhage. Early detection of retinal diseases can aid in the preservation of the patient’s vision. Deep learning based a new modified Convolution Neural Network (CNN) architecture is proposed for RVS. The Proposed architecture has two layers in which the layer one is for detecting the blood vessels of size thick and layer two for small vessel detection. Then the output of two layers has been combined to get the desired output. The proposed method is tested on the generally accepted public databases for this research field, DRIVE and STARE. In addition, various pre-processed methods are studied to investigate network performance enhancement. The pre-processing of the raw input image is much needed for better segmented output of blood vessels. In this work CLAHE, normalization and morphological operation of opening are done in the pre-processing stage. The proposed parallel architecture is then used to segment the retinal vessels. Accuracy, specificity, and sensitivity achieved with this proposed network are 98.02, 98.02, 88.04 respectively. Regardless of vessel thickness, the developed system performs better in terms of vessel extraction. The architecture can also be used to identify blood vessels that are frequently obstructed by factors such as lesions and hemorrhages, regardless of vessel thickness.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131987235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IOT-Enabled Vertical Farming Monitoring System Using Big Data Analytics 使用大数据分析的物联网垂直农业监控系统

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9807888

Javvaji Gopi Chand, Kodati Susmitha, A. Gowthami, Kambhampati Manohar Chowdary, SK. Khaleel Ahmed

{"title":"IOT-Enabled Vertical Farming Monitoring System Using Big Data Analytics","authors":"Javvaji Gopi Chand, Kodati Susmitha, A. Gowthami, Kambhampati Manohar Chowdary, SK. Khaleel Ahmed","doi":"10.1109/ICAECT54875.2022.9807888","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9807888","url":null,"abstract":"Today's world is moving with very great kind of technologies and there are solutions and services being developed for each and every problem in the world. One of the sector which require more of our attention is the agriculture sector. Food is the basic and important source to our body. Nowadays, with increase in population-rate and decrease in food production. This is being reduced due to industrial purposes or due any other issues. The land that is allotted for agriculture purpose is currently very less when compared to the land that is needed for population requirements. Vertical farming is one of the solution that can be implemented to overcome this problem, where the plants are grown in vertical stacks and it can be done in any building or container. We are implementing CEA technology where the environmental factors such as temperature and humidity of the agricultural can be controlled and monitored by us. We're making use of IOT in order to connect our technology to our farming setup. The system was designed to monitoring and automation of factors such as temperature, humidity and pH. Several factors such as crop yield, health of the plant, accuracy etc... are taken into consideration. These data will be uploaded into the cloud and analyzed by Big Data Analytics using various algorithms so that other people can make use of the data.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132028821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Performance Measures of Spatially Multiplexed MIMO-OFDM System using Different Modulation Techniques 使用不同调制技术的空间复用MIMO-OFDM系统性能测量

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9807892

Purna Satish A, Tejaswini A, Pavan Kumar Ch, Ashraf A, A. K, K. M

{"title":"Performance Measures of Spatially Multiplexed MIMO-OFDM System using Different Modulation Techniques","authors":"Purna Satish A, Tejaswini A, Pavan Kumar Ch, Ashraf A, A. K, K. M","doi":"10.1109/ICAECT54875.2022.9807892","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9807892","url":null,"abstract":"Multiple input multiple output (MIMO) systems employ more than one antenna at each of the two ends of the communication link and may transport at least two data streams over a single channel without requiring additional transmission capacity or power. In order to construct a stable communication stream, the receiving side should often have more antennas than the broadcasting side. Because of their better presentation abilities, MIMO frameworks have quickly gained popularity over the last decade. However, multi-stream interference and inter-symbol interference are encountered in spatially multiplexed MIMO systems as a result of the remote channel’s time-dispersive characteristics. To provide dependable and reliable communication, the influence of interference must be appropriately limited at the recipient. In order to counteract interference in spatially multiplexed wireless channels, orthogonal frequency division multiplexing (OFDM) is usually used. The study found that combining MIMO and OFDM delivers higher productivity, unwavering quality, gain, and information rate, and that it is an appealing air-interface suggestion for next-generation WLAN and WMANs. As a result, a spatially multiplexed MIMO-OFDM system was developed in this study, and performance measures such as bit error rate and bit energy to noise ratio were investigated using various modulation methods. At the receiver, the proposed method uses a zero forcing equalizer to spatially de-multiplex the data.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132369744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Design and Implementation of Automated PV Array Reconfiguration System 自动化光伏阵列重构系统的设计与实现

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9807850

J. M. Infant, S. Parvathy

{"title":"Design and Implementation of Automated PV Array Reconfiguration System","authors":"J. M. Infant, S. Parvathy","doi":"10.1109/ICAECT54875.2022.9807850","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9807850","url":null,"abstract":"The solar photovoltaic water pumping system is one of the major essential renewable energy applications, especially in rural areas. This work aimed to design four modules PV array for a PV based water pumping system and to achieve greater output power on varying partial shading and irradiation condition. The four-modules PV array adjusts the electrical configuration of panel depends on the insolation observed by the solar panels and Fully and Partial Shaded Condition (PSC). In this work the Switching network, reconfigurable program and reconfigurable PV controller units are proposed for consistent process of reconfigurable solar PV array. The proposed controller unit is designed and simulated in Simulink software to calculate system operation and output power under changing irradiance and PSC. The small scale prototype is developed in order to validate the results. The outdoor test results and its analysis shows the reconfigurable PV array is able to deliver maximum output on varying operating conditions. Maximum 53.87% percentage of power and 52% percentage running time of pump can be increased by using this reconfiguration strategy.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134599089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

MIMO Patch Antenna with Metamaterial 3.5GHz for 5G Applications 3.5GHz超材料MIMO贴片天线用于5G应用

2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2022-04-21 DOI: 10.1109/ICAECT54875.2022.9807940

Faris Ali, M. Salih, M. Ilyas

{"title":"MIMO Patch Antenna with Metamaterial 3.5GHz for 5G Applications","authors":"Faris Ali, M. Salih, M. Ilyas","doi":"10.1109/ICAECT54875.2022.9807940","DOIUrl":"https://doi.org/10.1109/ICAECT54875.2022.9807940","url":null,"abstract":"One of the most significant developments of our generation is the fact that 5G is assisting in the realization of the Intelligent Internet of Everything, which is bringing about significant changes in people’s lives, many vertical industries, and the entire society by making the world a more connected and digital one. In this exciting new age, MIMO, as one of fundamental technologies of 5G, is critical to fulfilling the high performance needs as well as the new service requirements that come with it. Although massive multi-user multi-point (MIMO) technology holds great promise for highly capable 5G networks with wider bandwidths, more connection points, lower latency, and higher reliability, achieving its full potential will necessitate effective responses to the challenges of network coverage, user experience, and network capability, which will be relevant to all mobile network operators and system vendors. In this paper, a 2x2 MIMO antenna will be designed, operating at a frequency of 3.5 GHz, using the fifth-generation technology. The antenna design is based on a previous design with a change in the background and patch size to give better results.","PeriodicalId":346658,"journal":{"name":"2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134183344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1